Top 5 Decentralized AI Compute Networks to Watch in 2026

How much of a network's hardware ends up producing tokens somebody actually requested. Consensus overhead, redundant verification, and idle capacity all eat GPU-hours that never reach an end user, which is precisely what the dashboard's per-network throughput column now exposes. Five networks attack that problem from genuinely different directions, each carrying a limitation worth knowing before you go deeper.